Acoustic Stimulation; Adult; Analysis of Variance; Auditory Perception; Brain Mapping/methods; Electroencephalography; Evoked Potentials, Auditory; Female; Humans; Limbic System/physiology; Magnetic Resonance Imaging; Male
Abstract :
[en] INTRODUCTION: Simultaneous recording of electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) provides high spatial and temporal resolution. In this study we combined EEG and fMRI to investigate the structures involved in the processing of different sound pressure levels (SPLs). METHODS: EEG data were recorded simultaneously with fMRI from 16 healthy volunteers using MR compatible devices at 3 T. Tones with different SPLs were delivered to the volunteers and the N1/P2 amplitudes were included as covariates in the fMRI data analysis in order to compare the structures activated with high and low SPLs. Analysis of variance (ANOVA) and ROI analysis were also performed. Additionally, source localisation analysis was performed on the EEG data. RESULTS: The integration of averaged ERP parameters into the fMRI analysis showed an extended map of areas exhibiting covariation with the BOLD signal related to the auditory stimuli. The ANOVA and ROI analyses also revealed additional brain areas other than the primary auditory cortex (PAC) which were active with the auditory stimulation at different SPLs. The source localisation analyses showed additional sources apart from the PAC which were active with the high SPLs. DISCUSSION: The PAC and the insula play an important role in the processing of different SPLs. In the fMRI analysis, additional activation was found in the anterior cingulate cortex, opercular and orbito-frontal cortices with high SPLs. A strong response of the visual cortex was also found with the high SPLs, suggesting the presence of cross-modal effects.
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Bibliography
Blinowska K, Mü ller-Putz G, Kaiser V, Astolfi L, Vanderperren K, et al. (2009) Multimodal imaging of human brain activity: Rational, biophysical aspects and modes of integration. Comput Intell Neurosci: 813607.
Debener S, De Vos M (2011) The benefits of simultaneous EEG-fMRI for EEG analysis. Clin Neurophysiol 122: 217-218.
Debener S, Herrmann CS (2008) Integration of EEG and fMRI. Editorial. Int J Psychophysiol 67: 159-160.
Shah NJ, Oros-Peusquens A-M, Arrubla J, Zhang K, Warbrick T, et al. (2013) Advances in multimodal neuroimaging: Hybrid MR-PET and MR-PET-EEG at 3 T and 9.4 T. J Magn Reson 229: 101-115.
Neuner I, Warbrick T, Tellmann L, Rota Kops E, Arrubla J, et al. (2013) Multimodal imaging: Simultaneous EEG in a 3T Hybrid MR-PET system. Nucl Instruments Methods Phys Res Sect A Accel Spectrometers, Detect Assoc Equip 702: 37-38.
Ostwald D, Porcaro C, Bagshaw AP (2010) An information theoretic approach to EEG-fMRI integration of visually evoked responses. Neuroimage 49: 498-516.
Debener S, Ullsperger M, Siegel M, Engel AK (2006) Single-trial EEG-fMRI reveals the dynamics of cognitive function. Trends Cogn Sci 10: 558-563.
Koike T, Kan S, Misaki M, Miyauchi S (2011) Connectivity pattern changes in default-mode network with deep non-REM and REM sleep. Neurosci Res 69: 322-330.
Juckel G, Karch S, Kawohl W, Kirsch V, Jä ger L, et al. (2012) Age effects on the P300 potential and the corresponding fMRI BOLD-signal. Neuroimage 60: 2027-2034.
Ogawa S, Lee TM, Kay AR, Tank DW (1990) Brain magnetic resonance imaging with contrast dependent on blood oxygenation. Proc Natl Acad Sci U S A 87: 9868-9872.
Logothetis NK, Pauls J, Augath M, Trinath T, Oeltermann A (2001) Neurophysiological investigation of the basis of the fMRI signal. Nature 412: 150-157.
Fox PT, Raichle ME (1986) Focal physiological uncoupling of cerebral blood flow and oxidative metabolism during somatosensory stimulation in human subjects. Proc Natl Acad Sci U S A 83: 1140-1144.
Malonek D, Grinvald A (1996) Interactions between electrical activity and cortical microcirculation revealed by imaging spectroscopy: Implications for functional brain mapping. Science 272: 551-554.
Malonek D, Dirnagl U, Lindauer U, Yamada K, Kanno I, et al. (1997) Vascular imprints of neuronal activity: Relationships between the dynamics of cortical blood flow, oxygenation, and volume changes following sensory stimulation. Proc Natl Acad Sci U S A 94: 14826-14831.
Heeger DJ, Ress D (2002) What does fMRI tell us about neuronal activity? Nat Rev Neurosci 3: 142-151.
Goense JBM, Logothetis NK (2008) Neurophysiology of the BOLD fMRI signal in awake monkeys. Curr Biol 18: 631-640.
Mullinger KJ, Mayhew SD, Bagshaw AP, Bowtell R, Francis ST (2014) Evidence that the negative BOLD response is neuronal in origin: A simultaneous EEG-BOLD-CBF study in humans. Neuroimage 94: 263-274.
Lauritzen M, Gold L (2003) Brain function and neurophysiological correlates of signals used in functional neuroimaging. J Neurosci 23: 3972-3980.
Allen PJ, Polizzi G, Krakow K, Fish DR, Lemieux L (1998) Identification of EEG events in the MR scanner: The problem of pulse artifact and a method for its subtraction. Neuroimage 8: 229-239.
Allen PJ, Josephs O, Turner R (2000) A method for removing imaging artifact from continuous EEG recorded during functional MRI. Neuroimage 12: 230-239.
Niazy RK, Beckmann CF, Iannetti GD, Brady JM, Smith SM (2005) Removal of FMRI environment artifacts from EEG data using optimal basis sets. Neuroimage 28: 720-737.
Mitzdorf U (1994) Properties of cortical generators of event-related potentials. Pharmacopsychiatry 27: 49-51.
Rapin I, Schimmel H, Tourk LM, Krasnegor NA, Pollak C (1966) Evoked responses to clicks and tones of varying intensity in waking adults. Electroencephalogr Clin Neurophysiol 21: 335-344.
Hegerl U, Juckel G (1994) Auditory evoked dipole source activity: Indicator of central serotonergic dysfunction in psychiatric patients? Pharmacopsychiatry 27: 75-78.
Hegerl U, Juckel G (1993) Intensity dependence of auditory evoked potentials as an indicator of central serotonergic neurotransmission: A new hypothesis. Biol Psychiatry 33: 173-187.
Hegerl U, Gallinat J, Juckel G (2001) Event-related potentials. Do they reflect central serotonergic neurotransmission and do they predict clinical response to serotonin agonists? J Affect Disord 62: 93-100.
Juckel G, Csépe V, Molnár M, Hegerl U, Karmos G (1996) Intensity dependence of auditory evoked potentials in behaving cats. Electroencephalogr Clin Neurophysiol 100: 527-537.
Juckel G, Kawohl W, Giegling I, Mavrogiorgou P, Winter C, et al. (2008) Association of catechol-O-methyltransferase variants with loudness dependence of auditory evoked potentials. Hum Psychopharmacol 23: 115-120.
Kawohl W, Giegling I, Mavrogiorgou P, Pogarell O, Mulert C, et al. (2008) Association of functional polymorphisms in NOS1 and NOS3 with loudness dependence of auditory evoked potentials. Int J Neuropsychopharmacol 11: 477-483.
Hensch T, Herold U, Diers K, Armbruster D, Brocke B (2008) Reliability of intensity dependence of auditory-evoked potentials. Clin Neurophysiol 119: 224-236.
Wyss C, Hitz K, Hengartner MP, Theodoridou A, Obermann C, et al. (2013) The loudness dependence of auditory evoked potentials (LDAEP) as an indicator of serotonergic dysfunction in patients with predominant schizophrenic negative symptoms. PLoS One 8: E68650.
Hegerl U, Wulff H, Müller-Oerlinghausen B (1992) Intensity dependence of auditory evoked potentials and clinical response to prophylactic lithium medication: A replication study. Psychiatry Res 44: 181-190.
Hegerl U, Juckel G (2000) lden tifying psychiatric pa tien ts with serotonerg ic dysfunctions by event-related potentials: 112-118.
O'Neill B V, Guille V, Croft RJ, Leung S, Scholes KE, et al. (2008) Effects of selective and combined serotonin and dopamine depletion on the loudness dependence of the auditory evoked potential (LDAEP) in humans. Hum Psychopharmacol 23: 301-312.
Hagenmuller F, Hitz K, Darvas F, Kawohl W (2011) Determination of the loudness dependence of auditory evoked potentials: Single-electrode estimation versus dipole source analysis. Hum Psychopharmacol 26: 147-154.
Scherg M, Vajsar J, Picton TW (1989) A source analysis of the late human auditory evoked potentials. J Cogn Neurosci 1: 336-355.
Hegerl U, Gallinat J, Mrowinski D (1994) Intensity dependence of auditory evoked dipole source activity. Int J Psychophysiol 17: 1-13.
Scherg M, Von Cramon D (1986) Evoked dipole source potentials of the human auditory cortex. Electroencephalogr Clin Neurophysiol 65: 344-360.
Gallinat J, Hegerl U (1994) Dipole source analysis. Linking scalp potentials to their generating neuronal structures. Pharmacopsychiatry 27: 52-53.
Norra C, Becker S, Bröcheler A, Kawohl W, Kunert HJ, et al. (2008) Loudness dependence of evoked dipole source activity during acute serotonin challenge in females. Hum Psychopharmacol 23: 31-42.
Kawohl W, Hegerl U, Müller-Oerlinghausen B, Juckel G (2008) [Insights in the central serotonergic function in patients with affective disorders]. Neuropsychiatr 22: 23-27.
Lee T-W, Yu YWY, Chen T-J, Tsai S-J (2005) Loudness dependence of the auditory evoked potential and response to antidepressants in Chinese patients with major depression. J Psychiatry Neurosci 30: 202-205.
O'Neill B V, Croft RJ, Nathan PJ (2008) The loudness dependence of the auditory evoked potential (LDAEP) as an in vivo biomarker of central serotonergic function in humans: Rationale, evaluation and review of findings. Hum Psychopharmacol 23: 355-370.
Brocke B, Beauducel A, John R, Debener S, Heilemann H (2000) Sensation seeking and affective disorders: Characteristics in the intensity dependence of acoustic evoked potentials. Neuropsychobiology 41: 24-30.
Dierks T, Barta S, Demisch L, Schmeck K, Englert E, et al. (1999) Intensity dependence of auditory evoked potentials (AEPs) as biological marker for cerebral serotonin levels: Effects of tryptophan depletion in healthy subjects. Psychopharmacology (Berl) 146: 101-107.
Mulert C, Jä ger L, Propp S, Karch S, Störmann S, et al. (2005) Sound level dependence of the primary auditory cortex: Simultaneous measurement with 61-channel EEG and fMRI. Neuroimage 28: 49-58.
Mayhew SD, Dirckx SG, Niazy RK, Iannetti GD, Wise RG (2010) EEG signatures of auditory activity correlate with simultaneously recorded fMRI responses in humans. Neuroimage 49: 849-864.
Jäncke L, Shah NJ, Posse S, Grosse-Ryuken M, Müller-Gä rtner HW (1998) Intensity coding of auditory stimuli: An fMRI study. Neuropsychologia 36: 875-883.
Oostenveld R, Praamstra P (2001) The five percent electrode system for highresolution EEG and ERP measurements. Clin Neurophysiol 112: 713-719.
Lee TW, Girolami M, Sejnowski TJ (1999) Independent component analysis using an extended infomax algorithm for mixed subgaussian and supergaussian sources. Neural Comput 11: 417-441.
Nichols TE, Holmes AP (2002) Nonparametric permutation tests for functional neuroimaging: A primer with examples. Hum Brain Mapp 15: 1-25.
Jenkinson M, Bannister P, Brady M, Smith S (2002) Improved optimization for the robust and accurate linear registration and motion correction of brain images. Neuroimage 17: 825-841.
Smith SM (2002) Fast robust automated brain extraction. Hum Brain Mapp 17: 143-155.
Beckmann CF, Jenkinson M, Smith SM (2003) General multilevel linear modeling for group analysis in FMRI. Neuroimage 20: 1052-1063.
Woolrich MW, Behrens TEJ, Beckmann CF, Jenkinson M, Smith SM (2004) Multilevel linear modelling for FMRI group analysis using Bayesian inference. Neuroimage 21: 1732-1747.
Woolrich M (2008) Robust group analysis using outlier inference. Neuroimage 41: 286-301.
Angrilli A, Bianchin M, Radaelli S, Bertagnoni G, Pertile M (2008) Reduced startle reflex and aversive noise perception in patients with orbitofrontal cortex lesions. Neuropsychologia 46: 1179-1184.
Huster RJ, Debener S, Eichele T, Herrmann CS (2012) Methods for simultaneous EEG-fMRI: An introductory review. J Neurosci 32: 6053-6060.
Uppenkamp S, Röhl M (2014) Human auditory neuroimaging of intensity and loudness. Hear Res 307: 65-73.
Da Costa S, Van Der Zwaag W, Marques JP, Frackowiak RSJ, Clarke S, et al. (2011) Human primary auditory cortex follows the shape of Heschl's gyrus. J Neurosci 31: 14067-14075.
Bamiou D-E, Musiek FE, Luxon LM (2003) The insula (Island of Reil) and its role in auditory processing. Literature review. Brain Res Brain Res Rev 42: 143-154.
Augustine JR (1996) CAugustine, J. R. (1996). Circuitry and functional aspects of the insular lobe in primates including humans. Brain research. Brain research reviews, 22(3), 229-44.
Engelien A, Silbersweig D, Stern E, Huber W, Döring W, et al. (1995) The functional anatomy of recovery from auditory agnosia. A PET study of sound categorization in a neurological patient and normal controls. Brain 118 (Pt 6: 1395-1409.
Kiehl KA, Laurens KR, Duty TL, Forster BB, Liddle PF (2001) Neural sources involved in auditory target detection and novelty processing: An event-related fMRI study. Psychophysiology 38: 133-142.
Downar J, Crawley AP, Mikulis DJ, Davis KD (2000) A multimodal cortical network for the detection of changes in the sensory environment. Nat Neurosci 3: 277-283.
Jäncke L, Mirzazade S, Shah NJ (1999) Attention modulates activity in the primary and the secondary auditory cortex: A functional magnetic resonance imaging study in human subjects. Neurosci Lett 266: 125-128.
Stuss DT, Benson DF (1984) Neuropsychological studies of the frontal lobes. Psychol Bull 95: 3-28.
Pissiota A, Frans O, Michelga° rd A, Appel L, La°ngström B, et al. (2003) Amygdala and anterior cingulate cortex activation during affective startle modulation: A PET StUdY Of fEaR. EUr J NEuRoScI 18: 1325-1331.
Bushara KO, Grafman J, Hallett M (2001) Neural correlates of auditory-visual stimulus onset asynchrony detection. J Neurosci 21: 300-304.
Calvert GA, Hansen PC, Iversen SD, Brammer MJ (2001) Detection of audiovisual integration sites in humans by application of electrophysiological criteria to the BOLD effect. Neuroimage 14: 427-438.
Scarff CJ, Reynolds A, Goodyear BG, Ponton CW, Dort JC, et al. (2004) Simultaneous 3-T fMRI and high-density recording of human auditory evoked potentials. Neuroimage 23: 1129-1142.
Novitski N, Alho K, Korzyukov O, Carlson S, Martinkauppi S, et al. (2001) Effects of acoustic gradient noise from functional magnetic resonance imaging on auditory processing as reflected by event-related brain potentials. Neuroimage 14: 244-251.
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